academic-paper-reviewer

Pass

Audited by Gen Agent Trust Hub on Nov 5, 2026

Risk Level: SAFEINDIRECT_PROMPT_INJECTION
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill processes external, untrusted content (academic papers and PDFs) which could be used as a vector for indirect prompt injection attacks where malicious instructions are hidden within the text to manipulate the agent's behavior.
  • Ingestion points: The skill accepts paper content, abstracts, and specific sections from users, including text extracted from uploaded files via a PDF tool (SKILL.md).
  • Boundary markers: There are no explicit delimiters or boundary markers defined in the instructions to isolate user-supplied content from the agent's system instructions.
  • Capability inventory: The skill's capabilities include text generation and PDF extraction; it does not have access to high-risk tools such as network requests, file system writes, or arbitrary command execution.
  • Sanitization: The instructions do not include any guidance or mechanisms for the agent to sanitize or ignore instructions potentially embedded within the analyzed document content.
Audit Metadata
Risk Level
SAFE
Analyzed
Nov 5, 2026, 02:57 AM